Simarjot Khanna

Same Task, Different Fate: Population Structure in Trajectory-Based Analyses of Coding Agents

The Driver Was Never the Problem: Cross-Platform Test Portability as a Semantic Contract

Under this model, generative components ground test intent at authoring time into reviewable artifacts, rather than re-evaluating locators during every test run, and semantic agreement is achievable but not automatic: nine of twenty guarantee-surface pairs resolve.

Passing Parity Is Not Preserving Behaviour: Oracle Escape in Function-Level LLM Code Migration